Triple

T17299333
Position Surface form Disambiguated ID Type / Status
Subject Wonderful Night E419996 entity
Predicate hasPerformer P5936 FINISHED
Object Lateef the Truthspeaker
Lateef the Truthspeaker is an American hip hop MC and member of the Quannum Projects collective, known for his intricate lyricism and collaborations with artists like DJ Shadow and Lyrics Born.
E1262299 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Lateef the Truthspeaker | Statement: [Wonderful Night, hasPerformer, Lateef the Truthspeaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lateef the Truthspeaker
Context triple: [Wonderful Night, hasPerformer, Lateef the Truthspeaker]
  • A. Tars Tarkas
    Tars Tarkas is a towering, four-armed Thark warrior and chieftain from Mars who becomes an unlikely ally and friend to John Carter in the 2012 science fiction film adaptation.
  • B. Shadrack
    Shadrack is a traumatized World War I veteran in Toni Morrison’s novel *Sula* who founds the ritual of National Suicide Day and embodies the community’s fears and marginalization.
  • C. Akthar
    Akthar is an individual or entity known primarily through an association with Rudge, likely within a shared professional, academic, or organizational context.
  • D. Khal Jhaqo
    Khal Jhaqo is a ruthless Dothraki warlord from the world of *A Song of Ice and Fire*/*Game of Thrones*, known for betraying Khal Drogo’s khalasar and leading his own brutal band of riders.
  • E. Abdal
    Abdal are a group of righteous, hidden saints in Islamic mysticism believed to uphold spiritual balance in the world.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Lateef the Truthspeaker
Triple: [Wonderful Night, hasPerformer, Lateef the Truthspeaker]
Generated description
Lateef the Truthspeaker is an American hip hop MC and member of the Quannum Projects collective, known for his intricate lyricism and collaborations with artists like DJ Shadow and Lyrics Born.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lateef the Truthspeaker
Target entity description: Lateef the Truthspeaker is an American hip hop MC and member of the Quannum Projects collective, known for his intricate lyricism and collaborations with artists like DJ Shadow and Lyrics Born.
  • A. Tars Tarkas
    Tars Tarkas is a towering, four-armed Thark warrior and chieftain from Mars who becomes an unlikely ally and friend to John Carter in the 2012 science fiction film adaptation.
  • B. Shadrack
    Shadrack is a traumatized World War I veteran in Toni Morrison’s novel *Sula* who founds the ritual of National Suicide Day and embodies the community’s fears and marginalization.
  • C. Akthar
    Akthar is an individual or entity known primarily through an association with Rudge, likely within a shared professional, academic, or organizational context.
  • D. Khal Jhaqo
    Khal Jhaqo is a ruthless Dothraki warlord from the world of *A Song of Ice and Fire*/*Game of Thrones*, known for betraying Khal Drogo’s khalasar and leading his own brutal band of riders.
  • E. Abdal
    Abdal are a group of righteous, hidden saints in Islamic mysticism believed to uphold spiritual balance in the world.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d886db32608190a61e18862c5a8af6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e438f8efb481908b56172c7f749b62 completed April 19, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180da5b808190857c51aaa2e85339 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a01877483608190b311946ba05bcc94 completed May 11, 2026, 7:38 a.m.
NED2 Entity disambiguation (via description) batch_6a01880bad1c8190bdce946a04714ad3 completed May 11, 2026, 7:40 a.m.
Created at: April 10, 2026, 5:41 a.m.